Christian Makaya

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 29

Top Topics

Access Control Policies

Redundancy Reduction

Previously Unseen

Top Venues

SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI

Publications

Christian Makaya, Keith Grueneberg, Bongjun Ko, David Wood, Nirmit Desai, Xiping Wang
EdgeSphere: A Three-Tier Architecture for Cognitive Edge Computing. CoRR (2024)
Vikash Sathiamoorthy, Shuo Huai, Hao Kong, Di Liu, Wendy Yong Yi Loy, Christian Makaya, Daren Ho, Ravi Subramaniam, Qian Lin, Weichen Liu
FedTR: Federated Learning Framework with Transfer Learning for Industrial Visual Inspection. ACM Great Lakes Symposium on VLSI (2024)
Shuo Huai, Hao Kong, Shiqing Li, Xiangzhong Luo, Ravi Subramaniam, Christian Makaya, Qian Lin, Weichen Liu
EvoLP: Self-Evolving Latency Predictor for Model Compression in Real-Time Edge Systems. IEEE Embed. Syst. Lett. 16 (2) (2024)
Zhuosheng Zhang, Jiarui Li, Shucheng Yu, Christian Makaya
SAFELearning: Secure Aggregation in Federated Learning With Backdoor Detectability. IEEE Trans. Inf. Forensics Secur. 18 (2023)
Hao Kong, Xiangzhong Luo, Shuo Huai, Di Liu, Ravi Subramaniam, Christian Makaya, Qian Lin, Weichen Liu
EMNAPE: Efficient Multi-Dimensional Neural Architecture Pruning for EdgeAI. DATE (2023)
Shuo Huai, Hao Kong, Xiangzhong Luo, Shiqing Li, Ravi Subramaniam, Christian Makaya, Qian Lin, Weichen Liu
CRIMP: Compact & Reliable DNN Inference on In-Memory Processing via Crossbar-Aligned Compression and Non-ideality Adaptation. ACM Trans. Embed. Comput. Syst. 22 (5s) (2023)
Shuo Huai, Di Liu, Hao Kong, Weichen Liu, Ravi Subramaniam, Christian Makaya, Qian Lin
Latency-constrained DNN architecture learning for edge systems using zerorized batch normalization. Future Gener. Comput. Syst. 142 (2023)
Shuo Huai, Hao Kong, Xiangzhong Luo, Di Liu, Ravi Subramaniam, Christian Makaya, Qian Lin, Weichen Liu
On Hardware-Aware Design and Optimization of Edge Intelligence. IEEE Des. Test 40 (6) (2023)
Hao Kong, Di Liu, Shuo Huai, Xiangzhong Luo, Ravi Subramaniam, Christian Makaya, Qian Lin, Weichen Liu
EdgeCompress: Coupling Multidimensional Model Compression and Dynamic Inference for EdgeAI. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42 (12) (2023)
Hao Kong, Di Liu, Xiangzhong Luo, Shuo Huai, Ravi Subramaniam, Christian Makaya, Qian Lin, Weichen Liu
Towards Efficient Convolutional Neural Network for Embedded Hardware via Multi-Dimensional Pruning. DAC (2023)
Hao Kong, Di Liu, Shuo Huai, Xiangzhong Luo, Weichen Liu, Ravi Subramaniam, Christian Makaya, Qian Lin
Smart Scissor: Coupling Spatial Redundancy Reduction and CNN Compression for Embedded Hardware. ICCAD (2022)
Shuo Huai, Di Liu, Hao Kong, Xiangzhong Luo, Weichen Liu, Ravi Subramaniam, Christian Makaya, Qian Lin
Collate: Collaborative Neural Network Learning for Latency-Critical Edge Systems. ICCD (2022)
Amani Abu Jabal, Maryam Davari, Elisa Bertino, Christian Makaya, Seraphin B. Calo, Dinesh C. Verma, Christopher Williams
ProFact: A Provenance-Based Analytics Framework for Access Control Policies. IEEE Trans. Serv. Comput. 14 (6) (2021)
Zhuosheng Zhang, Jiarui Li, Shucheng Yu, Christian Makaya
SAFELearning: Enable Backdoor Detectability In Federated Learning With Secure Aggregation. CoRR (2021)
Faisal Haider, Decheng Zhang, Marc St-Hilaire, Christian Makaya
On the Planning and Design Problem of Fog Computing Networks. IEEE Trans. Cloud Comput. 9 (2) (2021)
Christian Makaya, Amalendu Iyer, Jonathan Salfity, Madhu Athreya, M. Anthony Lewis
Cost-effective Machine Learning Inference Offload for Edge Computing. CoRR (2020)
Decheng Zhang, Faisal Haider, Marc St-Hilaire, Christian Makaya
Model and Algorithms for the Planning of Fog Computing Networks. IEEE Internet Things J. 6 (2) (2019)
Shiqiang Wang, Tiffany Tuor, Theodoros Salonidis, Kin K. Leung, Christian Makaya, Ting He, Kevin Chan
Adaptive Federated Learning in Resource Constrained Edge Computing Systems. IEEE J. Sel. Areas Commun. 37 (6) (2019)
Amani Abu Jabal, Maryam Davari, Elisa Bertino, Christian Makaya, Seraphin B. Calo, Dinesh C. Verma, Alessandra Russo, Christopher Williams
Methods and Tools for Policy Analysis. ACM Comput. Surv. 51 (6) (2019)
Jiefei Ma, Windhya Rankothge, Christian Makaya, Mariceli Morales, Franck Le, Jorge Lobo
An Overview of A Load Balancer Architecture for VNF chains Horizontal Scaling. CNSM (2018)
Jiefei Ma, Windhya Rankothge, Christian Makaya, Mariceli Morales, Franck Le, Jorge Lobo
A Comprehensive Study on Load Balancers for VNF chains Horizontal Scaling. CoRR (2018)
Shiqiang Wang, Tiffany Tuor, Theodoros Salonidis, Kin K. Leung, Christian Makaya, Ting He, Kevin Chan
When Edge Meets Learning: Adaptive Control for Resource-Constrained Distributed Machine Learning. CoRR (2018)
Shiqiang Wang, Tiffany Tuor, Theodoros Salonidis, Kin K. Leung, Christian Makaya, Ting He, Kevin Chan
When Edge Meets Learning: Adaptive Control for Resource-Constrained Distributed Machine Learning. INFOCOM (2018)
Elisa Bertino, Amani Abu Jabal, Seraphin B. Calo, Christian Makaya, Maroun Touma, Dinesh C. Verma, Christopher Williams
Provenance-Based Analytics Services for Access Control Policies. SERVICES (2017)
Saritha Arunkumar, Stephen Pipes, Christian Makaya, Elisa Bertino, Erisa Karafili, Emil C. Lupu, Christopher Williams
Next generation firewalls for dynamic coalitions. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI (2017)
Franck Le, Christopher Leet, Christian Makaya, Miguel Rio, Xin Wang, Yang Richard Yang
SFP: Toward a scalable, efficient, stable protocol for federation of software defined networks. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI (2017)
Stephen Pasteris, Shiqiang Wang, Christian Makaya, Kevin Chan, Mark Herbster
Data distribution and scheduling for distributed analytics tasks. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI (2017)
Ahmad Rasem, Marc St-Hilaire, Christian Makaya
Efficient handover with optimized localized routing for Proxy Mobile IPv6. Telecommun. Syst. 62 (4) (2016)
Christian Makaya, Douglas Freimuth
Automated virtual network functions onboarding. NFV-SDN (2016)
Christian Makaya, Douglas Freimuth, David Wood, Seraphin B. Calo
Policy-based NFV management and orchestration. NFV-SDN (2015)
Christian Makaya, Ming-Yee Lai, Fuchun Joseph Lin
Over-the-air remote management and control of IP-based M2M devices. WF-IoT (2015)
Dima Dababneh, Marc St-Hilaire, Christian Makaya
Data and Control Plane Traffic Modelling for LTE Networks. Mob. Networks Appl. 20 (4) (2015)
Dima Dababneh, Marc St-Hilaire, Christian Makaya
Automatic planning of long term evolution evolved packet core networks. NOF (2015)
Ann Von Lehmen, Robert D. Doverspike, George Clapp, Douglas M. Freimuth, Joel W. Gannett, Aleksandar Kolarov, Haim Kobrinski, Christian Makaya, Emmanuil Mavrogiorgis, Jorge L. Pastor, Michael E. Rauch, K. K. Ramakrishnan, Ronald A. Skoog, Brian J. Wilson, Sheryl L. Woodward
CORONET: Testbeds, Demonstration, and Lessons Learned [Invited]. JOCN 7 (3) (2015)
Ahmad Rasem, Marc St-Hilaire, Christian Makaya
A comparative analysis of predictive and reactive mode of optimized PMIPv6. IWCMC (2012)
Satoshi Komorita, Manabu Ito, Hidetoshi Yokota, Christian Makaya, Benjamin Falchuk, Dana Chee, Subir Das
Loosely coupled service composition for deployment of next generation service overlay networks. IEEE Commun. Mag. 50 (1) (2012)
Christian Makaya, Subir Das, F. Joe Lin
Seamless data offload and flow mobility in vehicular communications networks. WCNC Workshops (2012)
Ahmad Rasem, Christian Makaya, Marc St-Hilaire
O-PMIPv6: Efficient Handover with route optimization in Proxy Mobile IPv6 domain. WiMob (2012)
Vikram Kaul, Christian Makaya, Subir Das, David Shur, Sunil Samtani
On the adaptation of commercial smartphones to tactical environments. MILCOM (2011)
Satoshi Komorita, Hidetoshi Yokota, Ashutosh Dutta, Christian Makaya, Subir Das, Dana Chee, F. Joe Lin, Henning Schulzrinne
User-transparent reconfiguration method for self-organizing IP multimedia subsystem. ISCC (2011)
Christian Makaya, Benjamin Falchuk, Dana Chee, F. Joe Lin, Subir Das, Manabu Ito, Satoshi Komorita, Tsunehiko Chiba, Hidetoshi Yokota
Services Composition Based on Next-Generation Service Overlay Networks Architecture. NTMS (2011)
Christian Makaya, Samuel Pierre
Enhanced fast handoff scheme for heterogeneous wireless networks. Comput. Commun. 31 (10) (2008)
Christian Makaya, Samuel Pierre
An Analytical Framework for Performance Evaluation of IPv6-Based mobility Management Protocols. IEEE Trans. Wirel. Commun. 7 (3) (2008)
Christian Makaya, Samuel Pierre
Adaptive handoff scheme for heterogeneous IP wireless networks. Comput. Commun. 31 (10) (2008)
Christian Makaya, Sonia Aïssa
Joint packet scheduling and dynamic base station assignment for CDMA data networks. Int. J. Commun. Syst. 21 (2) (2008)
Christian Makaya, Samuel Pierre
An Architecture for Seamless Mobility Support in IP-Based Next-Generation Wireless Networks. IEEE Trans. Veh. Technol. 57 (2) (2008)
Christian Makaya, Samuel Pierre
Efficient Handoff Scheme for Heterogeneous IPv6-based Wireless Networks. WCNC (2007)
Christian Makaya, Samuel Pierre
IP-Based Fast Handoff Scheme for Heterogeneous Wireless Networks. WiMob (2007)
Christian Makaya, Samuel Pierre
Reliable Integrated Architecture for Heterogeneous Mobile and Wireless Networks. J. Networks 2 (6) (2007)
Christian Makaya, Samuel Pierre
Handoff Protocol for Heterogeneous All-IP-based Wireless Networks. CCECE (2006)
Christian Makaya, Sonia Aïssa
Base Station Joint Scheduling for Downlink Throughput Maximization in CDMMA Packet Data Networks. HSNMC (2003)